Ada-BKB: Scalable Gaussian Process Optimization on Continuous Domain by Adaptive Discretization. - Marco Rando; Luigi Carratino; Silvia Villa; Lorenzo Rosasco (CoRR, 2021)

Ada-BKB: Scalable Gaussian Process Optimization on Continuous Domains by Adaptive Discretization. - Marco Rando; Luigi Carratino; Silvia Villa; Lorenzo Rosasco (AISTATS, 2022)

Efficient Unsupervised Learning for Plankton Images. - Paolo Didier Alfano; Marco Rando; Marco Letizia; Francesca Odone; Lorenzo Rosasco; Vito Paolo Pastore (ICPR, 2022)

Learning new physics efficiently with nonparametric methods. - Marco Letizia; Gianvito Losapio; Marco Rando; Gaia Grosso; Andrea Wulzer; Maurizio Pierini; Marco Zanetti; Lorenzo Rosasco (CoRR, 2022)

An Optimal Structured Zeroth-order Algorithm for Non-smooth Optimization. - Marco Rando; Cesare Molinari; Lorenzo Rosasco; Silvia Villa (NeurIPS, 2023)

Fast kernel methods for data quality monitoring as a goodness-of-fit test. - Gaia Grosso; Nicolò Lai; Marco Letizia; Jacopo Pazzini; Marco Rando; Lorenzo Rosasco; Andrea Wulzer; Marco Zanetti (Mach. Learn. Sci. Technol., 2023)

Automatic Gain Tuning for Humanoid Robots Walking Architectures Using Gradient-Free Optimization Techniques. - Carlotta Sartore; Marco Rando; Giulio Romualdi; Cesare Molinari; Lorenzo Rosasco; Daniele Pucci (Humanoids, 2024)

Q-Learning to navigate turbulence without a map. - Marco Rando; Martin James; Alessandro Verri; Lorenzo Rosasco; Agnese Seminara (CoRR, 2024)

A New Formulation for Zeroth-Order Optimization of Adversarial EXEmples in Malware Detection. - Marco Rando; Luca Demetrio; Lorenzo Rosasco; Fabio Roli (CoRR, 2024)

Stochastic zeroth order descent with structured directions. - Marco Rando; Cesare Molinari; Silvia Villa; Lorenzo Rosasco (Comput. Optim. Appl., 2024)

Q-learning with temporal memory to navigate turbulence - Environment 5. - Marco Rando; Martin James; Alessandro Verri; Lorenzo Rosasco; Agnese Seminara (Zenodo, 2025)

Q-learning with temporal memory to navigate turbulence - Environment 6 (Part 1). - Marco Rando; Martin James; Alessandro Verri; Lorenzo Rosasco; Agnese Seminara (Zenodo, 2025)

Q-learning with temporal memory to navigate turbulence - Environment 6 (Part 2). - Marco Rando; Martin James; Alessandro Verri; Lorenzo Rosasco; Agnese Seminara (Zenodo, 2025)

A Structured Tour of Optimization with Finite Differences. - Marco Rando; Cesare Molinari; Lorenzo Rosasco; Silvia Villa (CoRR, 2025)